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A Lookahead Read Cache: Improving Read Performance for Deduplication Backup Storage

Authors
Park, D (Park, Dongchul)Fan, ZQ (Fan, Ziqi)Nam, YJ (Nam, Young Jin)Du, DHC (Du, David H. C.)
Issue Date
Jan-2017
Publisher
SCIENCE PRESS
Citation
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, v.32, no.1, pp 26 - 40
Pages
15
Journal Title
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY
Volume
32
Number
1
Start Page
26
End Page
40
URI
https://scholarworks.sookmyung.ac.kr/handle/2020.sw.sookmyung/147007
DOI
10.1007/s11390-017-1680-8
ISSN
1000-9000
1860-4749
Abstract
Data deduplication (dedupe for short) is a special data compression technique. It has been widely adopted to save backup time as well as storage space, particularly in backup storage systems. Therefore, most dedupe research has primarily focused on improving dedupe write performance. However, backup storage dedupe read performance is also a crucial problem for storage recovery. This paper designs a new dedupe storage read cache for backup applications that improves read performance by exploiting a special characteristic: the read sequence is the same as the write sequence. Consequently, for better cache utilization, by looking ahead for future references within a moving window, it evicts victims from the cache having the smallest future access. Moreover, to further improve read cache performance, it maintains a small log buffer to judiciously cache future access data chunks. Extensive experiments with real-world backup workloads demonstrate that the proposed read cache scheme improves read performance by up to 64.3%.
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공과대학 > 소프트웨어학부 > 1. Journal Articles

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